Semantic Change Detection on HZNU-FCD (test)
97.85PrecisionCDMamba
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CDMambaArchitecture=Mamba-based2026.05 | 97.85 | 97.16 | 97.5 | 96.1 | 98.19 | 96.92 | 96.16 | |
| FD-Mamba2026.05 | 97.85 | 97.4 | 97.63 | 96.32 | 98.28 | 96.87 | 96.35 | |
| MambaFCSArchitecture=Mamba-based2026.05 | 96.27 | 96.63 | 96.45 | 93.14 | 97.69 | 96.45 | 95.71 | |
| MCTNetArchitecture=Hybrid CNN–Transformer2026.05 | 95.57 | 88.75 | 92.03 | 85.24 | 94.75 | 92.03 | 90.98 | |
| ChangeMambaArchitecture=Mamba-based2026.05 | 95.56 | 96.44 | 96 | 92.31 | 97.44 | 96 | 95.42 | |
| CdSCArchitecture=Transformer-based2026.05 | 94.41 | 93.27 | 93.84 | 88.39 | 95.53 | 92.8 | 90.81 | |
| ChangeCLIP-RN50Architecture=MultiModal-based, Backbone=RN502026.05 | 88.58 | 84.86 | 86.68 | 76.49 | 90.49 | 82.7 | 81.35 | |
| ChangeCLIP-ViTArchitecture=MultiModal-based, Backbone=ViT2026.05 | 86.95 | 87.93 | 87.44 | 77.68 | 90.79 | 84.66 | 82.06 | |
| ScratchFormerArchitecture=Transformer-based2026.05 | 81.55 | 78.65 | 80.08 | 66.77 | 85.72 | 74.95 | 73.38 | |
| SNUNetArchitecture=CNN-based2026.05 | 78.75 | 80.6 | 79.66 | 66.2 | 86.29 | 79.66 | 75.9 | |
| SCanNetArchitecture=Hybrid CNN–Transformer2026.05 | 76.35 | 97.23 | 85.54 | 74.73 | 88.01 | 83.49 | 78.07 | |
| FC-EFArchitecture=CNN-based2026.05 | 75.63 | 72.23 | 73.89 | 58.59 | 83.12 | 73.89 | 73.76 | |
| BiT-CDArchitecture=Transformer-based2026.05 | 73.67 | 81.84 | 77.54 | 63.32 | 85.88 | 77.54 | 75.7 | |
| GSTM-SCDArchitecture=Mamba-based2026.05 | 72.15 | 94.22 | 81.72 | 69.09 | 88.55 | 81.72 | 77.66 |